This repository focuses on efficiently handling and manipulating string data within Pandas DataFrames using the Pandas String type in Python.
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String Operations: A collection of essential string operations that can be applied to Pandas DataFrames using the Pandas String type.
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Working with Text Data: Examples and techniques for working with text data, including cleaning, transformation, and analysis.
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Integration with Pandas: Demonstrations of how the Pandas String type seamlessly integrates with the Pandas library for efficient data processing.
- import pandas as pd
df = pd.DataFrame({'text_data': ['example string 1', 'example string 2', 'example string 3']})
df['text_data'].str.lower()
- Example 1: String Operations
- Example 2: Text Data Analysis